Gene expression analysis of peripheral blood mononuclear cells prior to and following vaccination of human volunteers with the novel TB vaccine candidate MVA85A_GSE40719_Toufiq_Testing
Gene expression analysis of peripheral blood mononuclear cells prior to and following vaccination of human volunteers with the novel TB vaccine candidate MVA85A
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Volunteers with a prior BCG vaccination were vaccinated with 1x10^8 pfu MVA85A either intradermally (id) or intramuscularly (im). Blood was taken immediately prior to vaccination (day 0) and 2 and 7 days post-vaccination. PBMCs were separated and frozen down. PBMCs were then thawed and RNA was extracted directly for microarray analysis. Some arrays contain control samples: from volunteers, incubated with either media alone or antigen 85, MVA85A or MVA wild type. These samples were used separately.
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Data processing:The data were normalised using quantile normalisation with limma in R.
A greater understanding of the relationships between a vaccine, the immune response it induces, and protection from disease would greatly facilitate vaccine development. Modified Vaccinia virus Ankara expressing antigen 85A (MVA85A) is a novel tuberculosis (TB) vaccine designed to enhance responses induced by Bacille Calmette-Guerin (BCG). Antigen-specific interferon-? (IFN-?) production is greatly enhanced by MVA85A and peaks one week post-vaccination, however, the variability in response between healthy individuals is extensive. In this study we have sought to characterize the early changes in gene expression following vaccination with MVA85A and understand how these are related to long-term immunogenicity. 24 volunteers were vaccinated with 10^8 pfu MVA85A. 12 volunteers were vaccinated intramuscularly and 12 intradermally. Volunteers were healthy and did not have HIV, HCV, HBV or latent or active tuberculosis. Blood for this study was taken on the day of vaccination, immediately prior to the vaccine being given (day 0), and 2 and 7 days post-vaccination.
Sample ID | !Sample_title | cell type | treatment | sample type | disease state |
---|---|---|---|---|---|
GSM999674 | vol1 pbmc day 0, rep 1 | peripheral blood mononuclear cell (PBMC) | MVA85A vaccination | healthy | |
GSM999675 | vol1 pbmc day 2, rep 1 | peripheral blood mononuclear cell (PBMC) | MVA85A vaccination | healthy | |
GSM999676 | vol1 pbmc day 7, rep 1 | peripheral blood mononuclear cell (PBMC) | MVA85A vaccination | healthy | |
GSM999677 | vol11 pbmc day 0, rep 1 | peripheral blood mononuclear cell (PBMC) | MVA85A vaccination | healthy | |
GSM999678 | vol11 pbmc day 2, rep 1 | peripheral blood mononuclear cell (PBMC) | MVA85A vaccination | healthy |
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Sample ID | !Sample Title | Cell type | Treatment | Sample type | Disease state | Vaccination route | Incubation conditions | Volunteer number | Days post-vaccination |
---|---|---|---|---|---|---|---|---|---|
GSM999674 | vol1 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v1 |
0 |
|
GSM999675 | vol1 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v1 |
2 |
|
GSM999676 | vol1 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v1 |
7 |
|
GSM999677 | vol11 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v11 |
0 |
|
GSM999678 | vol11 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v11 |
2 |
|
GSM999679 | vol11 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v11 |
7 |
|
GSM999680 | vol20 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v20 |
0 |
|
GSM999681 | vol20 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v20 |
2 |
|
GSM999682 | vol20 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v20 |
7 |
|
GSM999683 | vol16 6hr media in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intramuscular (IM) |
6hrs media |
v16 |
0 |
GSM999684 | vol16 6hr mva85a in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intramuscular (IM) |
6hrs MVA85A |
v16 |
0 |
GSM999685 | vol24 pbmc day 2 rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v24 |
2 |
|
GSM999686 | vol2 pbmc day 0, rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v2 |
0 |
|
GSM999687 | vol2 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v2 |
2 |
|
GSM999688 | vol2 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v2 |
7 |
|
GSM999689 | vol12 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v12 |
0 |
|
GSM999690 | vol12 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v12 |
2 |
|
GSM999691 | vol12 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v12 |
7 |
|
GSM999692 | vol21 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v21 |
0 |
|
GSM999693 | vol21 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v21 |
2 |
|
GSM999694 | vol21 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v21 |
7 |
|
GSM999695 | vol17 6hr media in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intradermal (ID) |
6hrs media |
v17 |
0 |
GSM999696 | vol 17 6hr mva85a in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intradermal (ID) |
6hrs MVA85A |
v17 |
0 |
GSM999697 | vol24 pbmc day 7, rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v24 |
7 |
|
GSM999698 | vol3 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v3 |
0 |
|
GSM999699 | vol3 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v3 |
2 |
|
GSM999700 | vol3 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v3 |
7 |
|
GSM999701 | vol13 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v13 |
0 |
|
GSM999702 | vol13 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v13 |
2 |
|
GSM999703 | vol13 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v13 |
7 |
|
GSM999704 | vol22 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v22 |
0 |
|
GSM999705 | vol22 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v22 |
2 |
|
GSM999706 | vol22 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v22 |
7 |
|
GSM999707 | vol26 6hr media in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intramuscular (IM) |
6hrs media |
v26 |
0 |
GSM999708 | vol26 6hr mva85a in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intramuscular (IM) |
6hrs MVA85A |
v26 |
0 |
GSM999709 | vol29 pbmc day 2, rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v29 |
2 |
|
GSM999710 | vol5 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v5 |
0 |
|
GSM999711 | vol5 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v5 |
2 |
|
GSM999712 | vol5 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v5 |
7 |
|
GSM999713 | vol14 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v14 |
0 |
|
GSM999714 | vol14 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v14 |
2 |
|
GSM999715 | vol14 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v14 |
7 |
|
GSM999716 | vol24 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v24 |
0 |
|
GSM999717 | vol24 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v24 |
2 |
|
GSM999718 | vol24 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v24 |
7 |
|
GSM999719 | vol28 6hr media in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intradermal (ID) |
6hrs media |
v28 |
0 |
GSM999720 | vol28 6hr mva85a in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intradermal (ID) |
6hrs MVA85A |
v28 |
0 |
GSM999721 | vol29 pbmc day 7, rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v29 |
7 |
|
GSM999722 | vol6 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v6 |
0 |
|
GSM999723 | vol6 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v6 |
2 |
|
GSM999724 | vol6 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v6 |
7 |
|
GSM999725 | vol15 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v15 |
0 |
|
GSM999726 | vol15 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v15 |
2 |
|
GSM999727 | vol15 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v15 |
7 |
|
GSM999728 | vol25 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v25 |
0 |
|
GSM999729 | vol25 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v25 |
2 |
|
GSM999730 | vol25 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v25 |
7 |
|
GSM999731 | vol16 6hr 85a in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intramuscular (IM) |
6hrs antigen 85A |
v16 |
0 |
GSM999732 | vol16 6hr mvawt in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intramuscular (IM) |
6hrs wild type MVA |
v16 |
0 |
GSM999733 | vol12 pbmc day 2, rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v12 |
2 |
|
GSM999734 | vol7 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v7 |
0 |
|
GSM999735 | vol7 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v7 |
2 |
|
GSM999736 | vol7 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v7 |
7 |
|
GSM999737 | vol16 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v16 |
0 |
|
GSM999738 | vol16 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v16 |
2 |
|
GSM999739 | vol16 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v16 |
7 |
|
GSM999740 | vol26 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v26 |
0 |
|
GSM999741 | vol26 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v26 |
2 |
|
GSM999742 | vol26 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v26 |
7 |
|
GSM999743 | vol17 6hr 85a in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intradermal (ID) |
6hrs antigen 85A |
v17 |
0 |
GSM999744 | vol17 6hr mvawt in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intradermal (ID) |
6hrs wild type MVA |
v17 |
0 |
GSM999745 | vol12 pbmc day 7, rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v12 |
7 |
|
GSM999746 | vol9 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v9 |
0 |
|
GSM999747 | vol9 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v9 |
2 |
|
GSM999748 | vol9 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v9 |
7 |
|
GSM999749 | vol17 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v17 |
0 |
|
GSM999750 | vol17 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v17 |
2 |
|
GSM999751 | vol17 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v17 |
7 |
|
GSM999752 | vol28 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v28 |
0 |
|
GSM999753 | vol28 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v28 |
2 |
|
GSM999754 | vol28 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v28 |
7 |
|
GSM999755 | vol26 6hr 85a in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intramuscular (IM) |
6hrs antigen 85A |
v26 |
0 |
GSM999756 | vol26 6hr mvawt in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intramuscular (IM) |
6hrs wild type MVA |
v26 |
0 |
GSM999757 | vol28 pbmc day 2, rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v28 |
2 |
|
GSM999758 | vol10 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v10 |
0 |
|
GSM999759 | vol10 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v10 |
2 |
|
GSM999760 | vol10 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v10 |
7 |
|
GSM999761 | vol19 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v19 |
0 |
|
GSM999762 | vol19 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v19 |
2 |
|
GSM999763 | vol19 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v19 |
7 |
|
GSM999764 | vol29 pbmc day 0, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v29 |
0 |
|
GSM999765 | vol29 pbmc day 2, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v29 |
2 |
|
GSM999766 | vol29 pbmc day 7, rep 1 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intramuscular (IM) |
none |
v29 |
7 |
|
GSM999767 | vol28 6hr 85a in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intradermal (ID) |
6hrs antigen 85A |
v28 |
0 |
GSM999768 | vol28 6hr mvawt in vitro |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
control |
healthy |
intradermal (ID) |
6hrs wild type MVA |
v28 |
0 |
GSM999769 | vol28 pbmc day 7, rep 2 |
peripheral blood mononuclear cell (PBMC) |
MVA85A vaccination |
healthy |
intradermal (ID) |
none |
v28 |
7 |
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